App Review Deep Report — Sentiment, Themes, Complaints & Trend

Stop paying $50–100+/month for a review-intelligence subscription you use a few times. This actor delivers the same deep review analysis per report, on demand, with no subscription — one app in, one complete intelligence report out.

	Typical review-intelligence SaaS	App Review Deep Report
Pricing	$50–100+/month, every month	$10.00 / report (FREE tier), pay only when you run
Commitment	Annual/monthly lock-in	None — per report
Break-even	—	Run 5+ reports/month and you're still under one month of most subscriptions

If you pull a competitive or portfolio review read once a week, that's ~$40/month at the FREE tier (less on volume tiers) — versus $50–100+/month for an always-on seat you rarely max out.

What you get in one report

Feed it one app (app_id + store) and it fetches up to 1,000 public reviews (logged-out, public data only) and returns one deep report:

• Full sentiment breakdown — positive / neutral / negative split, average sentiment score, average star rating
• Theme clustering — the terms and phrases reviewers actually use, ranked by mentions
• Complaint ranking — negative-review clusters ranked by frequency, each with its share of negatives and a real example quote
• Feature-request extraction — reviews that ask for something, clustered into the most-requested asks
• Trend vs prior period — current window compared against a prior window (explicit dates, or an automatic median split), with sentiment and rating deltas and a worsening/improving/flat call
• Developer-response coverage — how much of the feedback the developer is answering
• Rendered markdown summary — the whole report as a readable brief (a dataset field and a key-value-store record), ready to paste into a deck or ticket

Input

Field	Required	Description
app_id	yes	Apple numeric track id (e.g. 284882215) or Google Play package name (e.g. com.spotify.music)
store	yes	apple or google_play
country	no	Storefront country code (default us)
language	no	Language code for Google Play (default en)
max_reviews	no	Cap on public reviews fetched (default/max 1000)
trend_current_from / trend_current_to / trend_prior_from / trend_prior_to	no	Explicit ISO date windows for the trend comparison. Leave all empty to auto-split by median date.

Method — deterministic, transparent, model-included

Analysis runs the ngd-lexicon-v1 engine: a transparent lexicon plus a rating prior. It is fully deterministic — the same reviews always produce the same report. No external LLM, no API key to bring, no "AI" black box. The model is included in the price.

Pricing

Event	FREE	BRONZE	SILVER	GOLD+
Actor Start (apify-actor-start)	$0.05	$0.05	$0.05	$0.05
Deep report (deep_report)	$10.00	$9.00	$8.00	$6.70

Prices are the filed pay-per-event amounts per plan tier (PLATINUM/DIAMOND match GOLD). Blocked and refused runs do not intentionally charge value events.

Notes

• Public, logged-out data only. No login, no private endpoints.
• Cost-bounded: memory/time caps, a bounded per-page request-attempt budget, and a hard review/output cap.